Yup I have had 4-player split screen games of Mario Kart 64 and Perfect Dark by doing exactly that. Emulation plus usb controllers for the win.
Wait I just saw X-Box controller prompts.... Are you seriously using a controller for an FPS game on a PC??!!
Now if I am playing Skyim. I will use the controller.